← authors · overview

• Sample Complexity of Reinforcement Learning using Linearly Combined Model Ensembles
  2019 · 9 citations
• No-regret Exploration in Contextual Reinforcement Learning
  2019 · 8 citations
• Markov Decision Processes with Continuous Side Information
  2017 · 6 citations
• Causal Markov Decision Processes: Learning Good Interventions Efficiently
  2021 · 6 citations
• Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms and Tighter Regret Bounds for the Non-Episodic Setting
  2020 · 5 citations
• Offline Policy Evaluation and Optimization under Confounding
  2022 · 1 citations
• A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning
  2023 · 1 citations
• A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs
  2024 · 1 citations
• A Computationally Efficient Algorithm for Infinite-Horizon Average-Reward Linear MDPs